jana0601/cnn-zh

CNN for Offline Handwriting Chinese Character Recognition

cnn-zh

Convolutional Neural Network [1] for Offline Handwriting Chinese Character Recognition.

• Library required: Theano on Python
• Data from [CASIA Online and Offline Chinese Handwriting Databases] (http://www.nlpr.ia.ac.cn/databases/handwriting/Download.html)
  • "HWDB1.1trn_gnt" for training data
  • "HWDB1.1tst_gnt" for validation data
  • "Offline Character Data" for testing data
• GPU acceleration is not implemented

[1]: Cireşan, Dan, and Jürgen Schmidhuber. ["Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification"] (http://arxiv.org/pdf/1309.0261.pdf) arXiv preprint arXiv:1309.0261 (2013).